376 results on '"Guy Orban"'
Search Results
2. A Large Video Set of Natural Human Actions for Visual and Cognitive Neuroscience Studies and Its Validation with fMRI
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HİLAL NIZAMOGLU, Guy Orban, Aslı Eroğlu, and Burcu A. Urgen
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vision ,action observation ,fMRI ,action videos ,naturalistic stimuli ,cognitive neuroscience ,systems neuroscience ,General Neuroscience - Abstract
The investigation of the perception of others' actions and underlying neural mechanisms has been hampered by the lack of a comprehensive stimulus set covering the human behavioral repertoire. To fill this void, we present a video set showing 100 human actions recorded in natural settings, covering the human repertoire except for emotion-driven (e.g., sexual) actions and those involving implements (e.g., tools). We validated the set using fMRI and showed that observation of the 100 actions activated the well-established action observation network. We also quantified the videos' low-level visual features (luminance, optic flow, and edges). Thus, this comprehensive video set is a valuable resource for perceptual and neuronal studies. ispartof: BRAIN SCIENCES vol:13 issue:1 ispartof: location:Switzerland status: published
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- 2023
3. Parietal maps of visual signals for bodily action planning
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Guy Orban, Luca Bonini, and Alessia Sepe
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CORTICAL CONNECTIONS ,MACAQUE MONKEY ,OPTIC FLOW ,Histology ,genetic structures ,COMPLEX MOVEMENTS ,Computer science ,Posterior parietal cortex ,NEW-WORLD ,Sensory system ,Context (language use) ,Review ,Action identity ,Social interaction ,03 medical and health sciences ,0302 clinical medicine ,Parietal Lobe ,VENTRAL INTRAPARIETAL AREA ,Animals ,Set (psychology) ,Social affordance ,030304 developmental biology ,Cognitive science ,0303 health sciences ,Science & Technology ,General Neuroscience ,Neurosciences ,Action observation ,SUPERIOR TEMPORAL AREA ,Anatomy & Morphology ,Action (philosophy) ,Body schema ,PREMOTOR CORTEX ,Touch ,POSTERIOR PARIETAL ,Identity (object-oriented programming) ,Neurosciences & Neurology ,Anatomy ,Life Sciences & Biomedicine ,FUNCTIONAL-ORGANIZATION ,030217 neurology & neurosurgery - Abstract
The posterior parietal cortex (PPC) has long been understood as a high-level integrative station for computing motor commands for the body based on sensory (i.e., mostly tactile and visual) input from the outside world. In the last decade, accumulating evidence has shown that the parietal areas not only extract the pragmatic features of manipulable objects, but also subserve sensorimotor processing of others' actions. A paradigmatic case is that of the anterior intraparietal area (AIP), which encodes the identity of observed manipulative actions that afford potential motor actions the observer could perform in response to them. On these bases, we propose an AIP manipulative action-based template of the general planning functions of the PPC and review existing evidence supporting the extension of this model to other PPC regions and to a wider set of actions: defensive and locomotor actions. In our model, a hallmark of PPC functioning is the processing of information about the physical and social world to encode potential bodily actions appropriate for the current context. We further extend the model to actions performed with man-made objects (e.g., tools) and artifacts, because they become integral parts of the subject's body schema and motor repertoire. Finally, we conclude that existing evidence supports a generally conserved neural circuitry that transforms integrated sensory signals into the variety of bodily actions that primates are capable of preparing and performing to interact with their physical and social world. ispartof: BRAIN STRUCTURE & FUNCTION vol:226 issue:9 pages:2967-2988 ispartof: location:Germany status: published
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- 2021
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4. Stable readout of observed actions from format-dependent activity of monkey’s anterior intraparietal neurons
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Carolina Giulia Ferroni, Luca Bonini, Marco Lanzilotto, Guy Orban, Monica Maranesi, and Alessandro Livi
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Male ,Visual perception ,Computer science ,education ,Posterior parietal cortex ,Stimulus (physiology) ,action observation ,03 medical and health sciences ,0302 clinical medicine ,Parietal Lobe ,Premovement neuronal activity ,Animals ,030304 developmental biology ,Neurons ,0303 health sciences ,Multidisciplinary ,Behavior, Animal ,GRASP ,Parietal lobe ,Biological Sciences ,neural decoding ,Population code ,parietal cortex ,Visual Perception ,Macaca ,Female ,visual invariance ,Neuroscience ,030217 neurology & neurosurgery ,Neural decoding - Abstract
Significance The anterior intraparietal area (AIP) is a crucial hub in the observed manipulative action (OMA) network of primates. While macaques observe manipulative action videos, their AIP neuronal activity robustly encodes first the viewpoint from which the action is observed, then the actor’s body posture, and finally the observed-action identity. Despite the lack of fully invariant OMA-selective single neurons, OMA exemplars could be decoded accurately from the activity of a set of units that maintain stable OMA selectivity despite rescaling their firing rate across formats. We propose that by integrating signals multiplicatively about others’ action and their visual format, the AIP can provide a stable readout of OMA identity at the population level., Humans accurately identify observed actions despite large dynamic changes in their retinal images and a variety of visual presentation formats. A large network of brain regions in primates participates in the processing of others’ actions, with the anterior intraparietal area (AIP) playing a major role in routing information about observed manipulative actions (OMAs) to the other nodes of the network. This study investigated whether the AIP also contributes to invariant coding of OMAs across different visual formats. We recorded AIP neuronal activity from two macaques while they observed videos portraying seven manipulative actions (drag, drop, grasp, push, roll, rotate, squeeze) in four visual formats. Each format resulted from the combination of two actor’s body postures (standing, sitting) and two viewpoints (lateral, frontal). Out of 297 recorded units, 38% were OMA-selective in at least one format. Robust population code for viewpoint and actor’s body posture emerged shortly after stimulus presentation, followed by OMA selectivity. Although we found no fully invariant OMA-selective neuron, we discovered a population code that allowed us to classify action exemplars irrespective of the visual format. This code depends on a multiplicative mixing of signals about OMA identity and visual format, particularly evidenced by a set of units maintaining a relatively stable OMA selectivity across formats despite considerable rescaling of their firing rate depending on the visual specificities of each format. These findings suggest that the AIP integrates format-dependent information and the visual features of others’ actions, leading to a stable readout of observed manipulative action identity.
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- 2020
5. Rapid and specific processing of person-related information in human anterior temporal lobe
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Giorgio LoRusso, Pietro Avanzini, Ivana Sartori, Artem Platonov, Guy Orban, and Veronica Pelliccia
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Adult ,Male ,Medicine (miscellaneous) ,Neuropsychological Tests ,Brain mapping ,050105 experimental psychology ,General Biochemistry, Genetics and Molecular Biology ,Functional Laterality ,Article ,Anterior temporal lobe ,03 medical and health sciences ,Epilepsy ,Young Adult ,0302 clinical medicine ,Text mining ,immune system diseases ,hemic and lymphatic diseases ,medicine ,Reaction Time ,Semantic memory ,Humans ,0501 psychology and cognitive sciences ,10. No inequality ,lcsh:QH301-705.5 ,Brain Mapping ,business.industry ,05 social sciences ,Neuropsychology ,Electroencephalography ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,Temporal Lobe ,Semantics ,Functional imaging ,lcsh:Biology (General) ,Female ,Epilepsies, Partial ,General Agricultural and Biological Sciences ,business ,Psychology ,Neuroscience ,Facial Recognition ,030217 neurology & neurosurgery - Abstract
The anterior temporal lobe (ATL), located at the tip of the human temporal lobes, has been heavily implicated in semantic processing by neuropsychological and functional imaging studies. These techniques have revealed a hemispheric specialization of ATL, but little about the time scale on which it operates. Here we show that ATL is specifically activated in intracerebral recordings when subjects discriminate the gender of an actor presented in a static frame followed by a video. ATL recording sites respond briefly (100 ms duration) to the visual static presentation of an actor in a task-, but not in a stimulus-duration-dependent way. Their response latencies correlate with subjects’ reaction times, as do their activity levels, but oppositely in the two hemispheres operating in a push-pull fashion. Comparison of ATL time courses with those of more posterior, less specific regions emphasizes the role of inhibitory operations sculpting the fast ATL responses underlying semantic processing., Platonov et al. performed intracerebral recordings from twenty-four drug-resistant epilepsy patients during a discrimination task aimed at discerning actions or gender-related information. They showed that the anterior temporal lobe was specifically activated for 100 ms when patients discriminated the gender of the actor on the static frame presented before the videos.
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- 2019
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6. From Observed Action Identity to Social Affordances
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Guy Orban, Luca Bonini, and Marco Lanzilotto
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Cognitive Neuroscience ,Movement ,Identity (social science) ,Posterior parietal cortex ,Experimental and Cognitive Psychology ,action observation ,050105 experimental psychology ,area AIP ,parietal cortex ,social interaction ,visual invariance ,03 medical and health sciences ,0302 clinical medicine ,Parietal Lobe ,Premovement neuronal activity ,0501 psychology and cognitive sciences ,Affordance ,Neurons ,Brain Mapping ,05 social sciences ,Social relation ,Neuropsychology and Physiological Psychology ,Action (philosophy) ,Action observation ,Psychology ,Neuroscience ,030217 neurology & neurosurgery ,Psychomotor Performance - Abstract
Others' observed actions cause continuously changing retinal images, making it challenging to build neural representations of action identity. The monkey anterior intraparietal area (AIP) and its putative human homologue (phAIP) host neurons selective for observed manipulative actions (OMAs). The neuronal activity of both AIP and phAIP allows a stable readout of OMA identity across visual formats, but human neurons exhibit greater invariance and generalize from observed actions to action verbs. These properties stem from the convergence in AIP of superior temporal signals concerning: (i) observed body movements; and (ii) the changes in the body-object relationship. We propose that evolutionarily preserved mechanisms underlie the specification of observed-actions identity and the selection of motor responses afforded by them, thereby promoting social behavior.
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- 2021
7. Histological assessment of a chronically implanted cylindrically-shaped, polymer-based neural probe in the monkey
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Guy Orban, Luca Bonini, F. Pothof, Alessandro Livi, Leonardo Fogassi, Elena Borra, Patrick Ruther, Oliver Paul, Marzio Gerbella, and Marco Lanzilotto
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focal epilepsy ,Technology ,Materials science ,Biocompatibility ,Polymers ,SEEG ,0206 medical engineering ,Biomedical Engineering ,Implantation Site ,02 engineering and technology ,Brain tissue ,Local field potential ,Macaque ,Stereoelectroencephalography ,stereoelectroencephalography ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,0302 clinical medicine ,Engineering ,biology.animal ,Animals ,histocompatibility ,Engineering, Biomedical ,Neurons ,Science & Technology ,biology ,Neurosciences ,Electroencephalography ,020601 biomedical engineering ,Macaca mulatta ,chronic probes ,Electrodes, Implanted ,Electrophysiology ,Neurosciences & Neurology ,Life Sciences & Biomedicine ,030217 neurology & neurosurgery ,Immunostaining ,Biomedical engineering - Abstract
Objective. Previous studies demonstrated the possibility to fabricate stereo-electroencephalography probes with high channel count and great design freedom, which incorporate macro-electrodes as well as micro-electrodes offering potential benefits for the pre-surgical evaluation of drug resistant epileptic patients. These new polyimide probes allowed to record local field potentials, multi- and single-unit activity (SUA) in the macaque monkey as early as 1 h after implantation, and yielded stable SUA for up to 26 d after implantation. The findings opened new perspectives for investigating mechanisms underlying focal epilepsy and its treatment, but before moving to possible human application, safety data are needed. In the present study we evaluate the tissue response of this new neural interface by assessing post-mortem the reaction of brain tissue along and around the probe implantation site. Approach. Three probes were implanted, independently, in the brain of one monkey (Macaca mulatta) at different times. We used specific immunostaining methods for visualizing neuronal cells and astrocytes, for measuring the extent of damage caused by the probe and for relating it with the implantation time. Main results. The size of the region where neurons cannot be detected did not exceed the size of the probe, indicating that a complete loss of neuronal cells is only present where the probe was physically positioned in the brain. Furthermore, around the probe shank, we observed a slightly reduced number of neurons within a radius of 50 µm and a modest increase in the number of astrocytes within 100 µm. Significance. In the light of previous electrophysiological findings, the present data suggest the potential usefulness and safety of this probe for human applications.
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- 2021
8. A shared neural substrate for action verbs and observed actions in human posterior parietal cortex
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Guy Orban, Tyson Aflalo, Richard A. Andersen, Nader Pouratian, Emily R. Rosario, and Carey Y. Zhang
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genetic structures ,Neural substrate ,Cognitive Neuroscience ,Neurophysiology ,Posterior parietal cortex ,Sensory system ,ORGANIZATION ,050105 experimental psychology ,MECHANISMS ,03 medical and health sciences ,0302 clinical medicine ,Parietal Lobe ,CATEGORIZATION ,Humans ,0501 psychology and cognitive sciences ,Visual experience ,BRAIN ,NEURONS ,Research Articles ,Language ,030304 developmental biology ,Brain Mapping ,0303 health sciences ,Multidisciplinary ,Science & Technology ,05 social sciences ,Motor Cortex ,SciAdv r-articles ,Magnetic Resonance Imaging ,REPRESENTATIONS ,Multidisciplinary Sciences ,Science & Technology - Other Topics ,Multiple view ,Psychology ,MOTOR ,Neuroscience ,030217 neurology & neurosurgery ,Research Article ,Mental image - Abstract
A shared neural substrate for action verbs and visually observed actions suggests sensory-motor contributions to language meaning., High-level sensory and motor cortical areas are activated when processing the meaning of language, but it is unknown whether, and how, words share a neural substrate with corresponding sensorimotor representations. We recorded from single neurons in human posterior parietal cortex (PPC) while participants viewed action verbs and corresponding action videos from multiple views. We find that PPC neurons exhibit a common neural substrate for action verbs and observed actions. Further, videos were encoded with mixtures of invariant and idiosyncratic responses across views. Action verbs elicited selective responses from a fraction of these invariant and idiosyncratic neurons, without preference, thus associating with a statistical sampling of the diverse sensory representations related to the corresponding action concept. Controls indicated that the results are not the product of visual imagery or arbitrary learned associations. Our results suggest that language may activate the consolidated visual experience of the reader.
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- 2020
9. Author response for 'A Parietal Region Processing Numerosity of Observed Actions: an FMRI study'
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Guy Orban, Burcu A. Urgen, Daniele Corbo, and Hiromasa Sawamura
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Numerosity adaptation effect ,Parietal region ,Psychology ,Neuroscience - Published
- 2020
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10. Stereo-EEG reveals rich cortical dynamics in humans coping with difficult action discrimination
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Guy Orban, Pietro Avanzini, Ivana Sartori, Artem Platonov, Giorgio LoRusso, and Pelliccia
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Coping (psychology) ,Visual perception ,Computer science ,media_common.quotation_subject ,Sensory system ,Cognition ,Human brain ,Cortex (botany) ,Functional imaging ,medicine.anatomical_structure ,Stereo eeg ,Perception ,medicine ,Cognitive psychology ,media_common - Abstract
Visual perception of others’ actions is important for social interactions, and the ability to do so, even when one gets only brief glimpses of others’ behavior, may be crucial for survival. At present it is unknown how the human brain solves this problem. Imaging studies have promoted the idea that the multiple demand (MD) system, a domain general system of the human brain, operates in difficult cognitive and perceptual tasks, but not in tasks in which sensory information is reduced. Functional imaging, based on slow hemodynamic responses, may miss or standardize neural events with very diverse time courses. Here we exploited the temporal resolution of stereo-EEG to study directly cortical activity when human subjects must judge the actions of others, but only get brief glimpses of others’ activity, because the videos were truncated. Multiple cortical regions increased their activity in the difficult action discrimination, relative to the easy task when the complete video was visible. The majority of these regions belonged to the MD system, being located in parietal or prefrontal cortex. The variety of time courses, lasting from a few 100ms to several seconds, allowed us to disentangle control from effector regions, the latter processing observed actions. This distinction was further supported by relationships with behavior. A key operation within the control clusters was the prediction of erroneous responses, which was initiated in the PPC soon after the end of the truncated video. The time courses further suggested that MD regions not only exert control, but also perform various evaluations of the effort, important for efficient and intelligent behavior. We observed also increases outside the MD system, in temporo-parietal cortex, which may provide contextual information about variables related to the observed action, such as the actor, the object or the scene. Furthermore, to cope with the brief sensory input, the MD system called upon warning regions reacting to the static picture of the actor presented just before the video. We conclude that discrimination of brief observed actions indeed involves the MD system, which is thus is more general than assumed so far. WE also show that the MD system is more complex than assumed, as it includes evaluation of control, and more flexible, as it interacts with other systems than simply the effector circuit of the task.
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- 2020
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11. Human stereoEEG recordings reveal network dynamics of decision-making in a rule-switching task
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Artem Platonov, Paul H. E. Tiesinga, Marije ter Wal, Guy Orban, Giorgio LoRusso, Pasquale Cardellicchio, Pietro Avanzini, Ivana Sartori, and Veronica Pelliccia
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Neuroinformatics ,0301 basic medicine ,Adult ,Male ,Computer science ,Science ,Speech recognition ,Decision Making ,Decision ,Wavelet Analysis ,General Physics and Astronomy ,Sensory system ,General Biochemistry, Genetics and Molecular Biology ,Article ,Task (project management) ,03 medical and health sciences ,Young Adult ,0302 clinical medicine ,Cognition ,Supramarginal gyrus ,Parietal Lobe ,medicine ,Image Processing, Computer-Assisted ,Cluster Analysis ,Humans ,lcsh:Science ,Prefrontal cortex ,Electrodes ,Brain Mapping ,Multidisciplinary ,Epilepsy ,Parietal lobe ,Discriminant Analysis ,Inferior parietal lobule ,Electroencephalography ,Signal Processing, Computer-Assisted ,Cognitive neuroscience ,General Chemistry ,Network dynamics ,030104 developmental biology ,medicine.anatomical_structure ,lcsh:Q ,Female ,Nerve Net ,030217 neurology & neurosurgery ,Motor cortex - Abstract
The processing steps that lead up to a decision, i.e., the transformation of sensory evidence into motor output, are not fully understood. Here, we combine stereoEEG recordings from the human cortex, with single-lead and time-resolved decoding, using a wide range of temporal frequencies, to characterize decision processing during a rule-switching task. Our data reveal the contribution of rostral inferior parietal lobule (IPL) regions, in particular PFt, and the parietal opercular regions in decision processing and demonstrate that the network representing the decision is common to both task rules. We reconstruct the sequence in which regions engage in decision processing on single trials, thereby providing a detailed picture of the network dynamics involved in decision-making. The reconstructed timeline suggests that the supramarginal gyrus in IPL links decision regions in prefrontal cortex with premotor regions, where the motor plan for the response is elaborated., How sensory evidence is transformed into motor output is not fully understood. Here, the authors use stereoEEG recordings during a rule-switching task to reveal network dynamics of decision-making.
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- 2020
12. A parietal region processing numerosity of observed actions: An FMRI study
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Guy Orban, Burcu A. Urgen, Daniele Corbo, Hiromasa Sawamura, and Ürgen, Burcu A.
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Research Report ,MOTION ,TOOL USE ,human fMRI study ,action observation ,NUMBER ,0302 clinical medicine ,Parietal Lobe ,Numerosity of actions ,numerosity of actions ,Cerebral Cortex ,Brain Mapping ,0303 health sciences ,medicine.diagnostic_test ,General Neuroscience ,LATERAL OCCIPITOTEMPORAL CORTEX ,MIRROR NEURONS ,Action observation ,Sulcus ,Magnetic Resonance Imaging ,medicine.anatomical_structure ,SHAPE ,Psychology ,Life Sciences & Biomedicine ,posterior parietal cortex ,Cognitive Neuroscience ,Posterior parietal cortex ,Intraparietal sulcus ,FUNCTIONAL-PROPERTIES ,03 medical and health sciences ,medicine ,Humans ,Parietal region ,030304 developmental biology ,Science & Technology ,OBJECT ,Significant difference ,Neurosciences ,ATTENTION ,Numerosity adaptation effect ,Human fMRI study ,Hand ,TOPOGRAPHIC REPRESENTATION ,Neurosciences & Neurology ,Functional magnetic resonance imaging ,Neuroscience ,Photic Stimulation ,030217 neurology & neurosurgery - Abstract
When observing others' behavior, it is important to perceive not only the identity of the observed actions (OAs), but also the number of times they were performed. Given the mounting evidence implicating posterior parietal cortex in action observation, and in particular that of manipulative actions, the aim of this study was to identify the parietal region, if any, that contributes to the processing of observed manipulative action (OMA) numerosity, using the functional magnetic resonance imaging technique. Twenty‐one right‐handed healthy volunteers performed two discrimination tasks while in the scanner, responding to video stimuli in which an actor performed manipulative actions on colored target balls that appeared four times consecutively. The subjects discriminated between two small numerosities of either OMAs (“Action” condition) or colors of balls (“Ball” condition). A significant difference between the “Action” and “Ball” conditions was observed in occipito‐temporal cortex and the putative human anterior intraparietal sulcus (phAIP) area as well as the third topographic map of numerosity‐selective neurons at the post‐central sulcus (NPC3) of the left parietal cortex. A further region of interest analysis of the group‐average data showed that at the single voxel level the latter area, more than any other parietal or occipito‐temporal numerosity map, favored numerosity of OAs. These results suggest that phAIP processes the identity of OMAs, while neighboring NPC3 likely processes the numerosity of the identified OAs., When compared the “numerosity of observed manipulative actions” condition to “numerosity of colors of balls” condition, statistical parametric maps revealed a significant activation in the 3rd topographic map of numerosity‐selective neurons at the post‐central sulcus (NPC3, black diamond) of the left parietal cortex in addition to regions known as the action observation network. Further single voxel analysis suggested that NPC3 likely processes the numerosity of the identified observed actions.
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- 2020
13. Characterization of network structure in stereoEEG data using consensus-based partial coherence
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Giorgio LoRusso, Veronica Pelliccia, Paul H. E. Tiesinga, Pietro Avanzini, Marije ter Wal, Guy Orban, and Pasquale Cardellicchio
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Male ,0301 basic medicine ,INFORMATION ,Computer science ,Electroencephalography ,Matrix (mathematics) ,0302 clinical medicine ,SIGNALS ,EEG ,Brain Mapping ,Connectivity ,MEG ,medicine.diagnostic_test ,Radiology, Nuclear Medicine & Medical Imaging ,Brain ,Signal Processing, Computer-Assisted ,FUNCTIONAL CONNECTIVITY ,Neurology ,Female ,Life Sciences & Biomedicine ,Coherence ,Algorithms ,Partial coherence ,Coherence (physics) ,Adult ,Neuroinformatics ,Consensus ,Cognitive Neuroscience ,Models, Neurological ,TIME-SERIES ,Neuroimaging ,FREQUENCY ,03 medical and health sciences ,OSCILLATIONS ,medicine ,Humans ,Coherence (signal processing) ,Computer Simulation ,BRAIN CONNECTIVITY ,VISUAL-CORTEX ,Moore–Penrose pseudoinverse ,Science & Technology ,business.industry ,Neurosciences ,Pattern recognition ,030104 developmental biology ,Neurosciences & Neurology ,Artificial intelligence ,business ,030217 neurology & neurosurgery - Abstract
Coherence is a widely used measure to determine the frequency-resolved functional connectivity between pairs of recording sites, but this measure is confounded by shared inputs to the pair. To remove shared inputs, the 'partial coherence' can be computed by conditioning the spectral matrices of the pair on all other recorded channels, which involves the calculation of a matrix (pseudo-) inverse. It has so far remained a challenge to use the time-resolved partial coherence to analyze intracranial recordings with a large number of recording sites. For instance, calculating the partial coherence using a pseudoinverse method produces a high number of false positives when it is applied to a large number of channels. To address this challenge, we developed a new method that randomly aggregated channels into a smaller number of effective channels on which the calculation of partial coherence was based. We obtained a 'consensus' partial coherence (cPCOH) by repeating this approach for several random aggregations of channels (permutations) and only accepting those activations in time and frequency with a high enough consensus. Using model data we show that the cPCOH method effectively filters out the effect of shared inputs and performs substantially better than the pseudo-inverse. We successfully applied the cPCOH procedure to human stereotactic EEG data and demonstrated three key advantages of this method relative to alternative procedures. First, it reduces the number of false positives relative to the pseudo-inverse method. Second, it allows for titration of the amount of false positives relative to the false negatives by adjusting the consensus threshold, thus allowing the data-analyst to prioritize one over the other to meet specific analysis demands. Third, it substantially reduced the number of identified interactions compared to coherence, providing a sparser network of connections from which clear spatial patterns emerged. These patterns can serve as a starting point of further analyses that provide insight into network dynamics during cognitive processes. These advantages likely generalize to other modalities in which shared inputs introduce confounds, such as electroencephalography (EEG) and magneto-encephalography (MEG). ispartof: NEUROIMAGE vol:179 pages:385-402 ispartof: location:United States status: published
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- 2018
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14. Multiple time courses of somatosensory responses in human cortex
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Guy Orban, Giacomo Rizzolatti, G. Lo Russo, Pietro Avanzini, and Veronica Pelliccia
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Adult ,Nerve stimulation ,Time Factors ,Cognitive Neuroscience ,Stereo EEG ,Stimulation ,Biology ,Somatosensory system ,Insular cortex ,Article ,050105 experimental psychology ,Tonic (physiology) ,03 medical and health sciences ,0302 clinical medicine ,Evoked Potentials, Somatosensory ,Multiple time ,Gamma Rhythm ,Humans ,0501 psychology and cognitive sciences ,Peripheral Nerves ,Cerebral Cortex ,05 social sciences ,Signal Processing, Computer-Assisted ,Tactile perception ,Brain Waves ,Electric Stimulation ,Touch Perception ,Neurology ,Touch ,Electrical stimulation ,Time course ,Electrocorticography ,Neuroscience ,030217 neurology & neurosurgery ,Human - Abstract
Here we show how anatomical and functional data recorded from patients undergoing stereo-EEG can be used to decompose the cortical processing following nerve stimulation in different stages characterized by specific topography and time course. Tibial, median and trigeminal nerves were stimulated in 96 patients, and the increase in gamma power was evaluated over 11878 cortical sites. All three nerve datasets exhibited similar clusters of time courses: phasic, delayed/prolonged and tonic, which differed in topography, temporal organization and degree of spatial overlap. Strong phasic responses of the three nerves followed the classical somatotopic organization of SI, with no overlap in either time or space. Delayed responses presented overlaps between pairs of body parts in both time and space, and were confined to the dorsal motor cortices. Finally, tonic responses occurred in the perisylvian region including posterior insular cortex and were evoked by the stimulation of all three nerves, lacking any spatial and temporal specificity. These data indicate that the somatosensory processing following nerve stimulation is a multi-stage hierarchical process common to all three nerves, with the different stages likely subserving different functions. While phasic responses represent the neural basis of tactile perception, multi-nerve tonic responses may represent the neural signature of processes sustaining the capacity to become aware of tactile stimuli., Highlights • StereoEEG shows different time courses in responses to peripheral nerve stimulations. • Strong phasic responses likely reflect thalamic input into primary somatosensory cortex. • Delayed responses subserve sensorimotor synergies in motor and premotor cortex. • Tonic multi-nerve responses in perisylvian region may be markers of tactile awareness.
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- 2018
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15. The unique role of parietal cortex in action observation: Functional organization for communicative and manipulative actions
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Burcu A. Urgen, Guy Orban, and Ürgen, Burcu A.
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Male ,TOOL USE ,GESTURES ,0302 clinical medicine ,PREMOTOR ,Parietal Lobe ,NETWORK ,Control (linguistics) ,0303 health sciences ,Brain Mapping ,Radiology, Nuclear Medicine & Medical Imaging ,05 social sciences ,SPEECH ,Magnetic Resonance Imaging ,medicine.anatomical_structure ,Social Perception ,Neurology ,Climbing ,POSTERIOR PARIETAL ,Visual Perception ,Identity (object-oriented programming) ,Female ,MOTION CUES ,Psychology ,Life Sciences & Biomedicine ,INTEGRATION ,RC321-571 ,Adult ,Cognitive Neuroscience ,Posterior parietal cortex ,Neuroimaging ,Neurosciences. Biological psychiatry. Neuropsychiatry ,Interpersonal communication ,Motor Activity ,Article ,050105 experimental psychology ,Premotor cortex ,Young Adult ,03 medical and health sciences ,medicine ,Humans ,0501 psychology and cognitive sciences ,Nonverbal Communication ,030304 developmental biology ,Science & Technology ,Neurosciences ,Displacement (psychology) ,EVOLUTION ,REPRESENTATIONS ,Action (philosophy) ,Neurosciences & Neurology ,Neuroscience ,030217 neurology & neurosurgery ,Coding (social sciences) - Abstract
Action observation is supported by a network of regions in occipito-temporal, parietal, and premotor cortex in primates. Recent research suggests that the parietal node has regions dedicated to different action classes including manipulation, interpersonal interactions, skin displacement, locomotion, and climbing. The goals of the current study consist of: 1) extending this work with new classes of actions that are communicative and specific to humans, 2) investigating how parietal cortex differs from the occipito-temporal and premotor cortex in representing action classes. Human subjects underwent fMRI scanning while observing three action classes: indirect communication, direct communication, and manipulation, plus two types of control stimuli, static controls which were static frames from the video clips, and dynamic controls consisting of temporally-scrambled optic flow information. Using univariate analysis, MVPA, and representational similarity analysis, our study presents several novel findings. First, we provide further evidence for the anatomical segregation in parietal cortex of different action classes: We have found a new site that is specific for representing human-specific indirect communicative actions in cytoarchitectonic parietal area PFt. Second, we found that the discriminability between action classes was higher in parietal cortex than the other two levels suggesting the coding of action identity information at this level. Finally, our results advocate the use of the control stimuli not just for univariate analysis of complex action videos but also when using multivariate techniques. ispartof: NEUROIMAGE vol:237 ispartof: location:United States status: published
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- 2021
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16. Not all observed actions are perceived equally
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Artem Platonov and Guy Orban
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media_common.quotation_subject ,Movement ,Posterior parietal cortex ,Duration dependence ,lcsh:Medicine ,Sensory system ,Model parameters ,Choice Behavior ,050105 experimental psychology ,Article ,03 medical and health sciences ,0302 clinical medicine ,Perception ,Reaction Time ,Humans ,0501 psychology and cognitive sciences ,lcsh:Science ,media_common ,Cerebral Cortex ,Multidisciplinary ,05 social sciences ,lcsh:R ,Functional imaging ,Action (philosophy) ,Action observation ,lcsh:Q ,Psychology ,030217 neurology & neurosurgery ,Photic Stimulation ,Cognitive psychology - Abstract
Action observation is the visual process analyzing the actions of others to determine their goals and how the actor’s body (part) movements permit attaining those goals. Our recent psychophysical study demonstrated that 1) observed action (OA) perception differs from shape perception in viewpoint and duration dependence, and 2) accuracy and reaction times of OA discrimination are fitted by the proportional-rate diffusion model whereby a sensory stage provides noisy evidence that is accumulated up to a criterion or bound by a decision stage. That study was devoted to observation of manipulative actions, following a general trend of the field. Recent functional imaging studies of action observation, however, have established various OA classes as separate entities with processing routes involving distinct posterior parietal cortex (PPC) regions. Here, we show that the diffusion model applies to multiple OA classes. Even more importantly, the observers’ ability to discriminate exemplars of a given class differs considerably between OA classes and these performance differences correspond to differences in model parameters. In particular, OA classes differ in the bound parameter which we propose may reflect an urgency signal originating in the PPC regions corresponding to the sensory stages of different OA classes.
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- 2017
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17. Decomposing Tool-Action Observation: A Stereo-EEG Study
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Pietro Avanzini, Fausto Caruana, Guy Orban, Giacomo Rizzolatti, Veronica Pelliccia, R Mai, and Giorgio LoRusso
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Adult ,Male ,Drug Resistant Epilepsy ,Elementary cognitive task ,Cognitive Neuroscience ,Motion Perception ,Neuropsychological Tests ,050105 experimental psychology ,Premotor cortex ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,Neural activity ,0302 clinical medicine ,Supramarginal gyrus ,Stereo eeg ,medicine ,Gamma Rhythm ,Humans ,0501 psychology and cognitive sciences ,Mirror neuron ,Cerebral Cortex ,05 social sciences ,Hand ,medicine.anatomical_structure ,Action (philosophy) ,Motor Skills ,Action observation ,Female ,Electrocorticography ,Epilepsies, Partial ,Psychology ,Neuroscience ,Photic Stimulation ,030217 neurology & neurosurgery - Abstract
A description of the spatiotemporal dynamics of human cortical activity during cognitive tasks is a fundamental goal of neuroscience. In the present study, we employed stereo-EEG in order to assess the neural activity during tool-action observation. We recorded from 49 epileptic patients (5502 leads) implanted with intracerebral electrodes, while they observed tool and hand actions. We deconstructed actions into 3 events-video onset, action onset, and tool-object contact-and assessed how different brain regions respond to these events. Video onset, with actions not yet visible, recruited only visual areas. Aligning the responses at action onset, yielded activity in the parietal-frontal manipulation circuit and, selectively for tool actions, in the left anterior supramarginal gyrus (aSMG). Finally, by aligning to the tool-object contact that signals the achievement of the main goal of the observed action, activations were found in SII and dorsal premotor cortex. In conclusion, our data show that during tool-action observation, in addition to the general action observation network there is a selective activation of aSMG, which exhibits internally different patterns of responsiveness. In addition, neural responses selective for the contact between the tool and the object were also observed.
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- 2017
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18. Mapping effective connectivity between the frontal and contralateral primary motor cortex using dual-coil transcranial magnetic stimulation
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Karen L. Bunday, Sonia Betti, Marco Davare, Guy Orban, and James J Bonaiuto
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0303 health sciences ,medicine.medical_treatment ,Stimulation ,Index finger ,Neurophysiology ,Biology ,Statistical parametric mapping ,behavioral disciplines and activities ,body regions ,Transcranial magnetic stimulation ,Dorsolateral prefrontal cortex ,03 medical and health sciences ,Electrophysiology ,0302 clinical medicine ,medicine.anatomical_structure ,medicine ,Primary motor cortex ,Neuroscience ,030217 neurology & neurosurgery ,030304 developmental biology - Abstract
Cytoarchitectonic, anatomical and electrophysiological studies have divided the frontal cortex into distinct functional subdivisions. Many of these subdivisions are anatomically connected with the contralateral primary motor cortex (M1); however, effective neurophysiological connectivity between these regions is not well defined in humans. Therefore, we aimed to use dual-coil transcranial magnetic stimulation (TMS) to map, with high spatial resolution, the effective connectivity between different frontal regions of the right hemisphere and contralateral M1 (cM1). TMS was applied over the left M1 alone (test pulse) or after a conditioning pulse was applied to different grid points covering the right frontal cortex, while subjects were at rest, prepared an index finger abduction (Prep-ABD) or precision grip (Prep-PG). MEP motor maps were generated by creating synthetic fMRI volumes, including the normalised MEP values at vertices corresponding to the TMS grid locations. These maps were registered to a common atlas, and statistical parametric mapping was used to identify cortical clusters in which stimulation differentially modulated conditioned MEPs across conditions. We found five significant clusters in the frontal cortex. Three clusters in ventral premotor regions (areas 6v and 44) showed significant differential modulations of contralateral MEPs when rest was compared to Prep-ABD and Prep-PG. Two clusters in rostral dorsolateral prefrontal cortex (areas 8Av and 46) showed differential modulation in MEPs when Prep-ABD was compared to Prep-PG. Our findings demonstrate distinct regions that show task-related connectivity whereby interactions between ventral premotor regions and cM1 differentiate between rest and movement preparation and the dorsolateral prefrontal cortex differentiates primarily between preparation of different types of hand movements. These results thus demonstrate the utility of dual-coil TMS and MEP motor maps to define fine-grained sub-regions in the human frontal cortex, which are functional and causally involved in hand movements.HighlightsDual-coil TMS mapping allows defining of fine-grained frontal cortex subdivisionsFrontal cortex houses multiple areas with different neurophysiological propertiesInteractions between premotor areas and M1 control rest vs movementInteractions between prefrontal areas and M1 reflect movement selection
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- 2019
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19. Fast Compensatory Functional Network Changes Caused by Reversible Inactivation of Monkey Parietal Cortex
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Guy Orban, Claire Wardak, Qi Zhu, Hauke Kolster, Annelies Gerits, Wim Vanduffel, Puiu F. Balan, Laboratorium voor Neuro- en Psychofysiologie, Catholic University of Leuven - Katholieke Universiteit Leuven (KU Leuven), Imagerie et cerveau (iBrain - Inserm U1253 - UNIV Tours ), Université de Tours-Institut National de la Santé et de la Recherche Médicale (INSERM), and Université de Tours (UT)-Institut National de la Santé et de la Recherche Médicale (INSERM)
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Male ,genetic structures ,Cognitive Neuroscience ,Posterior parietal cortex ,Macaque ,050105 experimental psychology ,Functional networks ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,chemistry.chemical_compound ,0302 clinical medicine ,Parietal Lobe ,biology.animal ,Lateral intraparietal cortex ,Cortex (anatomy) ,Attention network ,Neural Pathways ,medicine ,Animals ,0501 psychology and cognitive sciences ,GABA-A Receptor Agonists ,ComputingMilieux_MISCELLANEOUS ,Visual search ,visual search ,biology ,Muscimol ,fMRI ,05 social sciences ,Recovery of Function ,Adaptation, Physiological ,Macaca mulatta ,Magnetic Resonance Imaging ,LIP ,muscimol ,medicine.anatomical_structure ,chemistry ,Excitatory postsynaptic potential ,[SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC] ,sense organs ,Neuroscience ,psychological phenomena and processes ,030217 neurology & neurosurgery - Abstract
The brain has a remarkable capacity to recover after lesions. However, little is known about compensatory neural adaptations at the systems level. We addressed this question by investigating behavioral and (correlated) functional changes throughout the cortex that are induced by focal, reversible inactivations. Specifically, monkeys performed a demanding covert spatial attention task while the lateral intraparietal area (LIP) was inactivated with muscimol and whole-brain fMRI activity was recorded. The inactivation caused LIP-specific decreases in task-related fMRI activity. In addition, these local effects triggered large-scale network changes. Unlike most studies in which animals were mainly passive relative to the stimuli, we observed heterogeneous effects with more profound muscimol-induced increases of task-related fMRI activity in areas connected to LIP, especially FEF. Furthermore, in areas such as FEF and V4, muscimol-induced changes in fMRI activity correlated with changes in behavioral performance. Notably, the activity changes in remote areas did not correlate with the decreased activity at the site of the inactivation, suggesting that such changes arise via neuronal mechanisms lying in the intact portion of the functional task network, with FEF a likely key player. The excitation–inhibition dynamics unmasking existing excitatory connections across the functional network might initiate these rapid adaptive changes. ispartof: CEREBRAL CORTEX vol:29 issue:6 pages:2588-2606 ispartof: location:United States status: published
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- 2019
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20. Anterior Intraparietal Area: A Hub in the Observed Manipulative Action Network
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Leonardo Fogassi, Monica Maranesi, Alessandro Livi, Michela Gamberini, Luca Bonini, Carolina Giulia Ferroni, Lauretta Passarelli, Marco Lanzilotto, Guy Orban, Marzio Gerbella, Elena Borra, and Lanzillotto M., Ferroni C., Livi A., Gerbella M., Maranesi M., Borra E., Passarelli L., Gamberini M., Fogassi L., Bonini L., Orban G. A.
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CORTICAL CONNECTIONS ,MACAQUE MONKEY ,DIRECTED HAND ACTIONS ,Computer science ,Cognitive Neuroscience ,ACTION ORGANIZATION ,Posterior parietal cortex ,ARCHITECTONIC SUBDIVISION ,action observation ,050105 experimental psychology ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,0302 clinical medicine ,Biological neural network ,Contextual information ,0501 psychology and cognitive sciences ,POSTERIOR PARIETAL CORTEX ,Prefrontal cortex ,visuomotor processing ,anatomical connectivity ,macaque monkey ,parietal cortex ,Science & Technology ,05 social sciences ,Neurosciences ,MIRROR NEURONS ,VENTRAL PREMOTOR ,Action (philosophy) ,Temporal Regions ,action observation, anatomical connectivity, macaque monkey, parietal cortex, visuomotor processing ,Action observation ,Neurosciences & Neurology ,ACTION RECOGNITION ,Neuroscience ,Life Sciences & Biomedicine ,030217 neurology & neurosurgery ,Coding (social sciences) ,INFERIOR PARIETAL - Abstract
Current knowledge regarding the processing of observed manipulative actions (OMAs) (e.g., grasping, dragging, or dropping) is limited to grasping and underlying neural circuitry remains controversial. Here, we addressed these issues by combining chronic neuronal recordings along the anteroposterior extent of monkeys' anterior intraparietal (AIP) area with tracer injections into the recorded sites. We found robust neural selectivity for 7 distinct OMAs, particularly in the posterior part of AIP (pAIP), where it was associated with motor coding of grip type and own-hand visual feedback. This cluster of functional properties appears to be specifically grounded in stronger direct connections of pAIP with the temporal regions of the ventral visual stream and the prefrontal cortex, as connections with skeletomotor related areas and regions of the dorsal visual stream exhibited opposite or no rostrocaudal gradients. Temporal and prefrontal areas may provide visual and contextual information relevant for manipulative action processing. These results revise existing models of the action observation network, suggesting that pAIP constitutes a parietal hub for routing information about OMA identity to the other nodes of the network. ispartof: CEREBRAL CORTEX vol:29 issue:4 pages:1816-1833 ispartof: location:United States status: published
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- 2019
21. Stereoscopically Observing Manipulative Actions
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Guy Orban, Giacomo Rizzolatti, Stefania Ferri, and Karl Pauwels
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Adult ,Male ,genetic structures ,Cognitive Neuroscience ,Motion Perception ,Video Recording ,Posterior parietal cortex ,Neuropsychological Tests ,action observation ,Stimulus (physiology) ,behavioral disciplines and activities ,050105 experimental psychology ,Premotor cortex ,Young Adult ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,0302 clinical medicine ,Neural Pathways ,medicine ,Humans ,0501 psychology and cognitive sciences ,Motion perception ,Vestibular system ,Brain Mapping ,Depth Perception ,Communication ,business.industry ,human fMRI ,05 social sciences ,Parietal lobe ,Brain ,Original Articles ,space ,Magnetic Resonance Imaging ,stereopsis ,gravity ,Stereopsis ,medicine.anatomical_structure ,Social Perception ,cerebral cortex ,Female ,business ,Depth perception ,Psychology ,Neuroscience ,Photic Stimulation ,030217 neurology & neurosurgery - Abstract
The purpose of this study was to investigate the contribution of stereopsis to the processing of observed manipulative actions. To this end, we first combined the factors “stimulus type” (action, static control, and dynamic control), “stereopsis” (present, absent) and “viewpoint” (frontal, lateral) into a single design. Four sites in premotor, retro-insular (2) and parietal cortex operated specifically when actions were viewed stereoscopically and frontally. A second experiment clarified that the stereo-action-specific regions were driven by actions moving out of the frontoparallel plane, an effect amplified by frontal viewing in premotor cortex. Analysis of single voxels and their discriminatory power showed that the representation of action in the stereo-action-specific areas was more accurate when stereopsis was active. Further analyses showed that the 4 stereo-action-specific sites form a closed network converging onto the premotor node, which connects to parietal and occipitotemporal regions outside the network. Several of the specific sites are known to process vestibular signals, suggesting that the network combines observed actions in peripersonal space with gravitational signals. These findings have wider implications for the function of premotor cortex and the role of stereopsis in human behavior.
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- 2016
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22. Grasp-specific motor resonance is influenced by the visibility of the observed actor
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Guy Orban, James M. Kilner, Karen L. Bunday, Marco Davare, and Roger N. Lemon
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Research Report ,Adult ,Male ,medicine.medical_specialty ,Visual perception ,Adolescent ,Cognitive Neuroscience ,medicine.medical_treatment ,Movement ,Clinical Neurology ,Experimental and Cognitive Psychology ,Electromyography ,050105 experimental psychology ,Videos ,F5c ,Premotor cortex ,03 medical and health sciences ,Young Adult ,0302 clinical medicine ,Physical medicine and rehabilitation ,Hand strength ,medicine ,Humans ,0501 psychology and cognitive sciences ,Muscle, Skeletal ,Mirror neuron ,medicine.diagnostic_test ,Hand Strength ,05 social sciences ,GRASP ,Motor Cortex ,Action observation ,Evoked Potentials, Motor ,Hand ,Transcranial Magnetic Stimulation ,Transcranial magnetic stimulation ,Neuropsychology and Physiological Psychology ,medicine.anatomical_structure ,MEPs ,Neurology ,Female ,Psychology ,Neuroscience ,Motor resonance ,030217 neurology & neurosurgery ,Psychomotor Performance ,Motor cortex - Abstract
Motor resonance is the modulation of M1 corticospinal excitability induced by observation of others' actions. Recent brain imaging studies have revealed that viewing videos of grasping actions led to a differential activation of the ventral premotor cortex depending on whether the entire person is viewed versus only their disembodied hand. Here we used transcranial magnetic stimulation (TMS) to examine motor evoked potentials (MEPs) in the first dorsal interosseous (FDI) and abductor digiti minimi (ADM) during observation of videos or static images in which a whole person or merely the hand was seen reaching and grasping a peanut (precision grip) or an apple (whole hand grasp). Participants were presented with six visual conditions in which visual stimuli (video vs static image), view (whole person vs hand) and grasp (precision grip vs whole hand grasp) were varied in a 2 × 2 × 2 factorial design. Observing videos, but not static images, of a hand grasping different objects resulted in a grasp-specific interaction, such that FDI and ADM MEPs were differentially modulated depending on the type of grasp being observed (precision grip vs whole hand grasp). This interaction was present when observing the hand acting, but not when observing the whole person acting. Additional experiments revealed that these results were unlikely to be due to the relative size of the hand being observed. Our results suggest that observation of videos rather than static images is critical for motor resonance. Importantly, observing the whole person performing the action abolished the grasp-specific effect, which could be due to a variety of PMv inputs converging on M1.
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- 2016
23. The role of putative human anterior intraparietal sulcus area in observed manipulative action discrimination
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Guy Orban, Stefania Ferri, and Artem Platonov
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Male ,MOTOR SYSTEM ,two‐alternative forced choice ,MOTION ,ABSTRACT ACTION REPRESENTATIONS ,Behavioral Neuroscience ,0302 clinical medicine ,Discrimination, Psychological ,Parietal Lobe ,Attention ,10. No inequality ,media_common ,Original Research ,Brain Mapping ,medicine.diagnostic_test ,05 social sciences ,featural attention ,fMRI ,Motor Cortex ,LATERAL OCCIPITOTEMPORAL CORTEX ,MIRROR NEURONS ,REGIONS ,Magnetic Resonance Imaging ,medicine.anatomical_structure ,selective neurons ,Female ,Psychology ,Life Sciences & Biomedicine ,Behavioral Sciences ,Adult ,posterior parietal cortex ,media_common.quotation_subject ,Posterior parietal cortex ,ORGANIZATION ,Intraparietal sulcus ,050105 experimental psychology ,two-alternative forced choice ,Premotor cortex ,03 medical and health sciences ,Perception ,medicine ,Humans ,0501 psychology and cognitive sciences ,Science & Technology ,Two-alternative forced choice ,Neurosciences ,ATTENTION ,RECOGNITION ,Action (philosophy) ,Action observation ,Neurosciences & Neurology ,Functional magnetic resonance imaging ,Neuroscience ,030217 neurology & neurosurgery ,Photic Stimulation - Abstract
INTRODUCTION: Although it has become widely accepted that the action observation network (AON) includes three levels (occipito-temporal, parietal and premotor), little is known concerning the specific role of these levels within perceptual tasks probing action observation. Recent single cell studies suggest that the parietal level carries the information required to discriminate between two-alternative observed actions, but do not exclude possible contributions from the other two levels. METHODS: Two functional magnetic resonance imaging experiments used a task-based attentional modulation paradigm in which subjects viewed videos of an actor performing a manipulative action on a coloured object, and discriminated between either two observed manipulative actions, two actors or two colours. RESULTS: Both experiments demonstrated that relative to actor and colour discrimination, discrimination between observed manipulative actions involved the putative human anterior intraparietal sulcus (phAIP) area in parietal cortex. In one experiment, where the observed actions also differed with regard to effectors, premotor cortex was also specifically recruited. CONCLUSIONS: Our results highlight the primary role of parietal cortex in discriminating between two-alternative observed manipulative actions, consistent with the view that this level plays a major role in representing the identity of an observed action. ispartof: BRAIN AND BEHAVIOR vol:9 issue:3 ispartof: location:United States status: published
- Published
- 2018
24. Why not record from every electrode with a CMOS scanning probe?
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Tim Schroeder, Susu Chen, Bogdan Raducanu, Marco Ballini, Paul H. E. Tiesinga, István Ulbert, Eric Maris, Gergely Márton, Nick Van Helleputte, Tobias Holzhammer, Carolina Mora Lopez, Joana P. Neto, Silke Musa, Shiwei Wang, Andrei Alexandru, François David, Nicholas A. Steinmetz, Arno Aarts, Richárd Fiáth, Lorenza Calcaterra, Guy Orban, Andre Marques-Smith, Adam R. Kampff, F. Pothof, Patrick Ruther, João Frazão, Luc J. Gentet, Wolf Singer, Bruce L. McNaughton, Jan Putzeys, Jesse P. Geerts, Marleen Welkenhuysen, Domonkos Horváth, Srinjoy Mitra, George Dimitriadis, Chris Van Hoof, Francesco P. Battaglia, Hercules Pereira Neves, Domokos Meszéna, Gonçalo Lopes, and Joana Nogueira
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Signal-to-noise ratio ,CMOS ,Computer science ,Electronic engineering ,Point (geometry) ,Function (mathematics) ,Instrumentation (computer programming) ,Set (psychology) ,Line (electrical engineering) - Abstract
It is an uninformative truism to state that the brain operates at multiple spatial and temporal scales, each with each own set of emergent phenomena. More worthy of attention is the point that our current understanding of it cannot clearly indicate which of these phenomenological scales are the significant contributors to the brain’s function and primary output (i.e. behaviour). Apart from the sheer complexity of the problem, a major contributing factor to this state of affairs is the lack of instrumentation that can simultaneously address these multiple scales without causing function altering damages to the underlying tissue. One important facet of this problem is that standard neural recording devices normally require one output connection per electrode. This limits the number of electrodes that can fit along the thin shafts of implantable probes generating a limiting balance between density and spread. Sharing a single output connection between multiple electrodes relaxes this constraint and permits designs of ultra-high density probes.Here we report the design and in-vivo validation of such a device, a complementary metal-oxide-semiconductor (CMOS) scanning probe with 1344 electrodes; the outcome of the European research project NeuroSeeker. We show that this design targets both local and global spatial scales by allowing the simultaneous recording of more than 1000 neurons spanning 7 functional regions with a single shaft. The neurons show similar recording longevity and signal to noise ratio to passive probes of comparable size and no adverse effects in awake or anesthetized animals. Addressing the data management of this device we also present novel visualization and monitoring methods. Using the probe with freely moving animals we show how accessing a number of cortical and subcortical brain regions offers a novel perspective on how the brain operates around salient behavioural events. Finally, we compare this probe with lower density, non CMOS designs (which have to adhere to the one electrode per output line rule). We show that an increase in density results in capturing neural firing patterns, undetectable by lower density devices, which correlate to self-similar structures inherent in complex naturalistic behaviour.To help design electrode configurations for future, even higher density, CMOS probes, recordings from many different brain regions were obtained with an ultra-dense passive probe.
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- 2018
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25. Seeing biological actions in 3 <scp>D</scp> : An f <scp>MRI</scp> study
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Jan Jastorff, Guy Orban, Fabrizio Fasano, and Rouhollah O. Abdollahi
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Adult ,Male ,0301 basic medicine ,Motion Perception ,Vergence ,Brain mapping ,biological motion ,Premotor cortex ,Young Adult ,03 medical and health sciences ,0302 clinical medicine ,premotor cortex ,Image Processing, Computer-Assisted ,medicine ,Humans ,Attention ,Radiology, Nuclear Medicine and imaging ,Motion perception ,Research Articles ,functional imaging ,Brain Mapping ,Depth Perception ,Radiological and Ultrasound Technology ,Brain ,Eye movement ,Magnetic Resonance Imaging ,Healthy Volunteers ,Biomechanical Phenomena ,Oxygen ,Functional imaging ,030104 developmental biology ,medicine.anatomical_structure ,disparity ,Neurology ,cerebral cortex ,Female ,Neurology (clinical) ,Anatomy ,Psychology ,Depth perception ,Neuroscience ,Photic Stimulation ,030217 neurology & neurosurgery ,Research Article ,Biological motion - Abstract
Precise kinematics or body configuration cannot be recovered from visual input without disparity information. Yet, no imaging study has investigated the role of disparity on action observation. Here, we investigated the interaction between disparity and the main cues of biological motion, kinematics and configuration, in two fMRI experiments. Stimuli were presented as point‐light figures, depicting complex action sequences lasting 21 s. We hypothesized that interactions could occur at any of the three levels of the action observation network, comprising occipitotemporal, parietal and premotor cortex, with premotor cortex being the most likely location. The main effects of kinematics and configuration confirmed that the biological motion sequences activated all three levels of the action observation network, validating our approach. The interaction between configuration and disparity activated only premotor cortex, whereas interactions between kinematics and disparity occurred at all levels of the action observation network but were strongest at the premotor level. Control experiments demonstrated that these interactions could not be accounted for by low level motion in depth, task effects, spatial attention, or eye movements, including vergence. These results underscore the role of premotor cortex in action observation, and in imitating others or responding to their actions. Hum Brain Mapp 37:203–219, 2016. © 2015 The Authors Human Brain Mapping Published by Wiley Periodicals, Inc.
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- 2015
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26. The organization of the posterior parietal cortex devoted to upper limb actions: An fMRI study
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Guy Orban, Stefania Ferri, and Giacomo Rizzolatti
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Communication ,Radiological and Ultrasound Technology ,business.industry ,Left intraparietal sulcus ,Posterior parietal cortex ,Stimulus (physiology) ,Functional imaging ,Premotor cortex ,medicine.anatomical_structure ,Neurology ,Action observation ,medicine ,Radiology, Nuclear Medicine and imaging ,Neurology (clinical) ,Anatomy ,business ,Psychology ,Motor goal ,Neuroscience ,Left parietal operculum - Abstract
The present fMRI study examined whether upper-limb action classes differing in their motor goal are encoded by different PPC sectors. Action observation was used as a proxy for action execution. Subjects viewed actors performing object-related (e.g., grasping), skin-displacing (e.g., rubbing the skin), and interpersonal upper limb actions (e.g., pushing someone). Observation of the three action classes activated a three-level network including occipito-temporal, parietal, and premotor cortex. The parietal region common to observing all three action classes was located dorsally to the left intraparietal sulcus (DIPSM/DIPSA border). Regions specific for observing an action class were obtained by combining the interaction between observing action classes and stimulus types with exclusive masking for observing the other classes, while for regions considered preferentially active for a class the interaction was exclusively masked with the regions common to all observed actions. Left putative human anterior intraparietal was specific for observing manipulative actions, and left parietal operculum including putative human SII region, specific for observing skin-displacing actions. Control experiments demonstrated that this latter activation depended on seeing the skin being moved and not simply on seeing touch. Psychophysiological interactions showed that the two specific parietal regions had similar connectivities. Finally, observing interpersonal actions preferentially activated a dorsal sector of left DIPSA, possibly the homologue of ventral intraparietal coding the impingement of the target person's body into the peripersonal space of the actor. These results support the importance of segregation according to the action class as principle of posterior parietal cortex organization for action observation and by implication for action execution.
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- 2015
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27. Visual gravity cues in the interpretation of biological movements: neural correlates in humans
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Emiliano Macaluso, Iole Indovina, Francesco Lacquaniti, Guy Orban, Yuri P. Ivanenko, and Vincenzo Maffei
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Adult ,Male ,Reduced Gravity ,Movement ,Predictive Code ,Action Observation ,Biological Motion ,Gravity ,Mismatch Detection ,DCM ,Cognitive Neuroscience ,Motion Perception ,Settore BIO/09 ,Young Adult ,Humans ,Action observation, Biological motion, DCM, Gravity, Mismatch detection, Predictive code, Adult, Brain Mapping, Cerebral Cortex, Cues, Female, Humans, Magnetic Resonance Imaging, Male, Motion Perception, Occipital Lobe, Photic Stimulation, Temporal Lobe, Young Adult, Gravitation, Movement ,Computer vision ,Cerebral Cortex ,Brain Mapping ,Neural correlates of consciousness ,Predictive coding ,business.industry ,Magnetic Resonance Imaging ,Temporal Lobe ,Gravity of Earth ,Neurology ,Action observation ,Female ,Gravity effect ,Occipital Lobe ,Artificial intelligence ,Cues ,Psychology ,business ,Neuroscience ,Photic Stimulation ,Gravitation ,Biological motion - Abstract
Our visual system takes into account the effects of Earth gravity to interpret biological motion (BM), but the neural substrates of this process remain unclear. Here we measured functional magnetic resonance (fMRI) signals while participants viewed intact or scrambled stick-figure animations of walking, running, hopping, and skipping recorded at normal or reduced gravity. We found that regions sensitive to BM configuration in the occipito-temporal cortex (OTC) were more active for reduced than normal gravity but with intact stimuli only. Effective connectivity analysis suggests that predictive coding of gravity effects underlies BM interpretation. This process might be implemented by a family of snapshot neurons involved in action monitoring.
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- 2015
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28. Binocular stereo acuity affects monocular three-dimensional shape perception in patients with strabismus
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Guy Orban, Hiromasa Sawamura, Céline R. Gillebert, and James T. Todd
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Adult ,Male ,Visual perception ,Vision Disparity ,genetic structures ,Adolescent ,visual perception ,050105 experimental psychology ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,Young Adult ,0302 clinical medicine ,Imaging, Three-Dimensional ,Form perception ,Vision, Monocular ,Medicine ,Humans ,0501 psychology and cognitive sciences ,visual pathway ,Strabismus ,Child ,Aged ,Vision, Binocular ,Monocular ,business.industry ,05 social sciences ,Middle Aged ,Clinical Science ,Sensory Systems ,eye diseases ,Form Perception ,Ophthalmology ,Stereopsis ,030221 ophthalmology & optometry ,Optometry ,Binocular disparity ,Female ,sense organs ,Depth perception ,business ,Binocular vision ,Photic Stimulation - Abstract
Background/aimsTo evaluate the perception of three-dimensional (3D) shape in patients with strabismus and the contributions of stereopsis and monocular cues to this perception.MethodsTwenty-one patients with strabismus with and 20 without stereo acuity as well as 25 age-matched normal volunteers performed two tasks: (1) identifying the closest vertices of 3D shapes from monocular shading (3D-SfS), texture (3D-SfT) or motion cues (3D-SfM) and from binocular disparity (3D-SfD), (2) discriminating 1D elementary features of these cues.ResultsDiscrimination of the elementary features of luminance, texture and motion did not differ across groups. When the distances between reported and actual closest vertices were resolved into sagittal and frontoparallel plane components, sagittal components in 3D-SfS and frontoparallel components in 3D-SfT indicated larger errors in patients with strabismus without stereo acuity than in normal subjects. These patients could not discriminate one-dimensional elementary features of binocular disparity. Patients with strabismus with stereo acuity performed worse for both components of 3D-SfD and frontoparallel components of 3D-SfT compared with normal subjects. No differences were observed in the perception of 3D-SfM across groups. A comparison between normal subjects and patients with strabismus with normal stereopsis revealed no deficit in 3D shape perception from any cue.ConclusionsBinocular stereopsis is essential for fine perception of 3D shape, even when 3D shape is defined by monocular static cues. Interaction between these cues may occur in ventral occipitotemporal regions, where 3D-SfS, 3D-SfT and 3D-SfD are processed in the same or neighbouring cortical regions. Our findings demonstrate the perceptual benefit of binocular stereopsis in patients with strabismus.
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- 2017
29. Observing Others Speak or Sing Activates Spt and Neighboring Parietal Cortex
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Guy Orban and Daniele Corbo
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Adult ,Male ,Vocal communication ,Cognitive Neuroscience ,Posterior parietal cortex ,Rehearsing ,050105 experimental psychology ,03 medical and health sciences ,Young Adult ,0302 clinical medicine ,Parietal Lobe ,otorhinolaryngologic diseases ,Humans ,0501 psychology and cognitive sciences ,Active listening ,Parietal region ,Communication ,Brain Mapping ,business.industry ,Verbal Behavior ,05 social sciences ,Magnetic Resonance Imaging ,Temporal Lobe ,Action (philosophy) ,Social Perception ,Action observation ,Speech Perception ,Visual Perception ,Female ,business ,Psychology ,030217 neurology & neurosurgery - Abstract
To obtain further evidence that action observation can serve as a proxy for action execution and planning in posterior parietal cortex, we scanned participants while they were (1) observing two classes of action: vocal communication and oral manipulation, which share the same effector but differ in nature, and (2) rehearsing and listening to nonsense sentences to localize area Spt, thought to be involved in audio-motor transformation during speech. Using this localizer, we found that Spt is specifically activated by vocal communication, indicating that Spt is not only involved in planning speech but also in observing vocal communication actions. In addition, we observed that Spt is distinct from the parietal region most specialized for observing vocal communication, revealed by an interaction contrast and located in PFm. The latter region, unlike Spt, processes the visual and auditory signals related to other's vocal communication independently. Our findings are consistent with the view that several small regions in the temporoparietal cortex near the ventral part of the supramarginal/angular gyrus border are involved in the planning of vocal communication actions and are also concerned with observation of these actions, though involvements in those two aspects are unequal.
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- 2017
30. Functional properties of the left parietal tool use region
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Ronald R. Peeters, Guy Orban, and Giacomo Rizzolatti
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Adult ,Male ,Dorsum ,Movement ,Cognitive Neuroscience ,Brain mapping ,Young Adult ,Finger movement ,Supramarginal gyrus ,Parietal Lobe ,Image Processing, Computer-Assisted ,Humans ,Attention ,Computer vision ,Sensory cue ,Brain Mapping ,business.industry ,Magnetic Resonance Imaging ,Neurology ,Action observation ,Visual Perception ,Female ,Artificial intelligence ,business ,Psychology ,Neuroscience ,Photic Stimulation - Abstract
In the present fMRI study we investigated the responses of the anterior supramarginal gyrus (aSMG) to the observation of tool and hand actions. Three experiments were carried out. In the first, we studied the specificity of the aSMG region for tool action observation, relative to the observation of hand action, and compared it with that of neighboring parietal regions. This experiment showed that there is a clear difference between aSMG and other posterior parietal regions, i.e. the putative homologue of anterior intraparietal (phAIP) area, and the dorsal intraparietal anterior (DIPSA) area. These regions are also activated by tool action observation, but in a way not significantly different from that due to hand action observation. The second experiment revealed that aSMG is equally activated by observing a tool action and a hand action carried out without the typical finger movements, but in a rigid way, imitating a tool. This indicates that aSMG uses, as visual cues, specific tool-related kinematics parameters. The third experiment showed that aSMG is strongly influenced by a concomitant attention-demanding acuity task. Taken together, the three experiments clearly show that human anterior IPL includes a specific, high-level aSMG region devoted to tool-action observation, distinct from the biological hand-action observation circuit.
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- 2013
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31. Evolutionarily Novel Functional Networks in the Human Brain?
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Wim Vanduffel, Gian Luca Romani, Dante Mantini, Guy Orban, and Maurizio Corbetta
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Adult ,Male ,Nerve net ,Rest ,Biology ,Functional networks ,Young Adult ,03 medical and health sciences ,0302 clinical medicine ,Species Specificity ,Attention network ,medicine ,Animals ,Humans ,030304 developmental biology ,0303 health sciences ,medicine.diagnostic_test ,General Neuroscience ,Brain ,Articles ,Human brain ,Biological Evolution ,Macaca mulatta ,Primate evolution ,medicine.anatomical_structure ,Human evolution ,Female ,Nerve Net ,Functional magnetic resonance imaging ,Neuroscience ,Photic Stimulation ,Psychomotor Performance ,030217 neurology & neurosurgery ,Function (biology) - Abstract
Primate evolution has been accompanied by complex reorganizations in brain anatomy and function. Little is known, however, about the relationship between anatomical and functional changes induced through primate evolution. Using functional magnetic resonance imaging, we assessed spatial and temporal correspondences of cortical networks in humans and monkeys. We provided evidence for topologically and functionally correspondent networks in sensory-motor and attention regions. More specifically, we revealed a possible monkey equivalent of the human ventral attention network. For other human networks, such as the language and the default-mode networks, we detected topological correspondent networks in the monkey, but with different functional signatures. Furthermore, we observed two lateralized human frontoparietal networks in the cortical regions displaying the greatest evolutionary expansion, having neither topological nor functional monkey correspondents. This finding may indicate that these two human networks are evolutionarily novel. Thus, our findings confirm the existence of networks where evolution has conserved both topology and function but also suggest that functions of structurally preserved networks can diverge over time and that novel, hence human-specific networks, have emerged during human evolution. ispartof: Journal of Neuroscience vol:33 issue:8 pages:3259-3275 ispartof: location:United States status: published
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- 2013
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32. Action observation: the less-explored part of higher-order vision
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Artem Platonov and Guy Orban
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Male ,Visual perception ,Eye Movements ,Computer science ,media_common.quotation_subject ,Motion Perception ,Sensory system ,050105 experimental psychology ,Motion (physics) ,Article ,Task (project management) ,03 medical and health sciences ,0302 clinical medicine ,Discrimination, Psychological ,Perception ,Reaction Time ,Humans ,0501 psychology and cognitive sciences ,10. No inequality ,media_common ,Multidisciplinary ,05 social sciences ,Object (philosophy) ,Action (philosophy) ,Sensory Thresholds ,Female ,Noise (video) ,030217 neurology & neurosurgery ,Photic Stimulation ,Cognitive psychology - Abstract
Little is presently known about action observation, an important perceptual component of high-level vision. To investigate this aspect of perception, we introduce a two-alternative forced-choice task for observed manipulative actions while varying duration or signal strength by noise injection. We show that accuracy and reaction time in this task can be modeled by a diffusion process for different pairs of action exemplars. Furthermore, discrimination of observed actions is largely viewpoint-independent, cannot be reduced to judgments about the basic components of action: shape and local motion, and requires a minimum duration of about 150–200 ms. These results confirm that action observation is a distinct high-level aspect of visual perception based on temporal integration of visual input generated by moving body parts. This temporal integration distinguishes it from object or scene perception, which require only very brief presentations and are viewpoint-dependent. The applicability of a diffusion model suggests that these aspects of high-level vision differ mainly at the level of the sensory neurons feeding the decision processes.
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- 2016
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33. Four-dimensional maps of the human somatosensory system
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Rouhollah O. Abdollahi, Roberto Mai, Giacomo Rizzolatti, Giorgio Lo Russo, Pietro Avanzini, Ivana Sartori, Fausto Caruana, Veronica Pelliccia, Guy Orban, and Giuseppe Casaceli
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Male ,Drug Resistant Epilepsy ,Electroencephalography ,Somatosensory system ,Brain mapping ,Models, Biological ,050105 experimental psychology ,Tonic (physiology) ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Image Processing, Computer-Assisted ,Cluster Analysis ,Humans ,0501 psychology and cognitive sciences ,Cerebral Cortex ,Brain Mapping ,Multidisciplinary ,medicine.diagnostic_test ,05 social sciences ,Magnetoencephalography ,Human brain ,Somatosensory Cortex ,Electrodes, Implanted ,medicine.anatomical_structure ,PNAS Plus ,Somatosensory evoked potential ,Cerebral cortex ,Female ,Psychology ,Neuroscience ,030217 neurology & neurosurgery - Abstract
A fine-grained description of the spatiotemporal dynamics of human brain activity is a major goal of neuroscientific research. Limitations in spatial and temporal resolution of available noninvasive recording and imaging techniques have hindered so far the acquisition of precise, comprehensive four-dimensional maps of human neural activity. The present study combines anatomical and functional data from intracerebral recordings of nearly 100 patients, to generate highly resolved four-dimensional maps of human cortical processing of nonpainful somatosensory stimuli. These maps indicate that the human somatosensory system devoted to the hand encompasses a widespread network covering more than 10% of the cortical surface of both hemispheres. This network includes phasic components, centered on primary somatosensory cortex and neighboring motor, premotor, and inferior parietal regions, and tonic components, centered on opercular and insular areas, and involving human parietal rostroventral area and ventral medial-superior-temporal area. The technique described opens new avenues for investigating the neural basis of all levels of cortical processing in humans.
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- 2016
34. Functional Imaging of the Human Visual System
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Stefania Ferri and Guy Orban
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Functional imaging ,Computer science ,Human visual system model ,Neuroscience - Published
- 2016
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35. Chronic neural probe for simultaneous recording of single-unit, multi-unit, and local field potential activity from multiple brain sites
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Patrick Ruther, F. Pothof, Oliver Paul, Guy Orban, Leonardo Fogassi, Alessandro Livi, Marco Lanzilotto, and Luca Bonini
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focal epilepsy ,Materials science ,Focus (geometry) ,SEEG ,Biomedical Engineering ,Posterior parietal cortex ,FOS: Physical sciences ,Biocompatible Materials ,02 engineering and technology ,Local field potential ,chronic ,depth neural probe ,in vivo ,single unit activity ,stereoelectroencephalography ,Cellular and Molecular Neuroscience ,Stereoelectroencephalography ,03 medical and health sciences ,0302 clinical medicine ,Parietal Lobe ,Animals ,Multi unit ,Image resolution ,Evoked Potentials ,Neurons ,Brain ,Electroencephalography ,021001 nanoscience & nanotechnology ,Physics - Medical Physics ,Macaca mulatta ,Electrodes, Implanted ,Microelectrode ,Quantitative Biology - Neurons and Cognition ,FOS: Biological sciences ,Electrode ,Female ,Neurons and Cognition (q-bio.NC) ,Epilepsies, Partial ,Medical Physics (physics.med-ph) ,0210 nano-technology ,Microelectrodes ,030217 neurology & neurosurgery ,Biomedical engineering - Abstract
Drug resistant focal epilepsy can be treated by resecting the epileptic focus requiring a precise focus localisation using stereoelectroencephalography (SEEG) probes. As commercial SEEG probes offer only a limited spatial resolution, probes of higher channel count and design freedom enabling the incorporation of macro and microelectrodes would help increasing spatial resolution and thus open new perspectives for investigating mechanisms underlying focal epilepsy and its treatment. This work describes a new fabrication process for SEEG probes with materials and dimensions similar to clinical probes enabling recording single neuron activity at high spatial resolution.Polyimide is used as a biocompatible flexible substrate into which platinum electrodes and leads are integrated with a minimal feature size of 5 μm. The polyimide foils are rolled into the cylindrical probe shape at a diameter of 0.8 mm. The resulting probe features match those of clinically approved devices. Tests in saline solution confirmed the probe stability and functionality. Probes were implanted into the brain of one monkey (Macaca mulatta), trained to perform different motor tasks. Suitable configurations including up to 128 electrode sites allow the recording of task-related neuronal signals.Probes with 32 and 64 electrode sites were implanted in the posterior parietal cortex. Local field potentials and multi-unit activity were recorded as early as one hour after implantation. Stable single-unit activity was achieved for up to 26 days after implantation of a 64-channel probe. All recorded signals showed modulation during task execution.With the novel probes it is possible to record stable biologically relevant data over a time span exceeding the usual time needed for epileptic focus localisation in human patients. This is the first time that single units are recorded along cylindrical polyimide probes chronically implanted 22 mm deep into the brain of a monkey, which suggests the potential usefulness of this probe for human applications.
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- 2016
36. Data-driven analysis of analogous brain networks in monkeys and humans during natural vision
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Gian Luca Romani, Maurizio Corbetta, Guy Orban, Dante Mantini, and Wim Vanduffel
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Adult ,Male ,Visual perception ,Cognitive Neuroscience ,Visual system ,Brain mapping ,Article ,Correlation ,Young Adult ,03 medical and health sciences ,0302 clinical medicine ,biology.animal ,Image Interpretation, Computer-Assisted ,medicine ,Animals ,Cluster Analysis ,Humans ,Visual Pathways ,Primate ,030304 developmental biology ,Brain Mapping ,0303 health sciences ,medicine.diagnostic_test ,biology ,business.industry ,Brain ,Pattern recognition ,Macaca mulatta ,Magnetic Resonance Imaging ,Independent component analysis ,Hierarchical clustering ,Neurology ,Visual Perception ,Female ,Artificial intelligence ,business ,Functional magnetic resonance imaging ,Psychology ,030217 neurology & neurosurgery - Abstract
Inferences about functional correspondences between functional networks of human and non-human primates largely rely on proximity and anatomical expansion models. However, it has been demonstrated that topologically correspondent areas in two species can have different functional properties, suggesting that anatomy-based approaches should be complemented with alternative methods to perform functional comparisons. We have recently shown that comparative analyses based on temporal correlations of sensory-driven fMRI responses can reveal functional correspondent areas in monkeys and humans without relying on spatial assumptions. Inter-species activity correlation (ISAC) analyses require the definition of seed areas in one species to reveal functional correspondences across the cortex of the same and other species. Here we propose an extension of the ISAC method that does not rely on any seed definition, hence a method void of any spatial assumption. Specifically, we apply independent component analysis (ICA) separately to monkey and human data to define species-specific networks of areas with coherent stimulus-related activity. Then, we use a hierarchical cluster analysis to identify ICA-based ISAC clusters of monkey and human networks with similar timecourses. We implemented this approach on fMRI data collected in monkeys and humans during movie watching, a condition that evokes widespread sensory-driven activity throughout large portions of the cortex. Using ICA-based ISAC, we detected seven monkey–human clusters. The timecourses of several clusters showed significant correspondences either with the motion energy in the movie or with eye-movement parameters. Five of the clusters spanned putative homologous functional networks in either primary or extrastriate visual regions, whereas two clusters included higher-level visual areas at topological locations that are not predicted by cortical surface expansion models. Overall, our ICA-based ISAC analysis complemented the findings of our previous seed-based investigations, and suggested that functional processes can be executed by brain networks in different species that are functionally but not necessarily anatomically correspondent. Overall, our method provides a novel approach to reveal evolution-driven functional changes in the primate brain with no spatial assumptions.
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- 2012
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37. Monkeys face face distortions
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Guy Orban
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0301 basic medicine ,General Neuroscience ,Behavioral testing ,Face (sociological concept) ,03 medical and health sciences ,030104 developmental biology ,0302 clinical medicine ,medicine.anatomical_structure ,Extrastriate cortex ,medicine ,Relevance (information retrieval) ,Psychology ,Neuroscience ,030217 neurology & neurosurgery ,Cognitive psychology - Abstract
A study combines monkey behavioral testing with electrical stimulation of face patches, located with functional MRI and studied electrophysiologically, to probe the behavioral relevance of the face patches' selectivity.
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- 2017
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38. Action observation circuits in the macaque monkey cortex
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Elena Borra, Giuseppe Luppino, Marzio Gerbella, Giacomo Rizzolatti, Wim Vanduffel, Koen Nelissen, Guy Orban, and Stefano Rozzi
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Male ,Visual perception ,genetic structures ,Posterior parietal cortex ,Brain mapping ,Macaque ,050105 experimental psychology ,Article ,Premotor cortex ,03 medical and health sciences ,0302 clinical medicine ,Cortex (anatomy) ,biology.animal ,medicine ,Image Processing, Computer-Assisted ,Animals ,0501 psychology and cognitive sciences ,Cerebral Cortex ,Brain Mapping ,medicine.diagnostic_test ,biology ,Hand Strength ,General Neuroscience ,05 social sciences ,Superior temporal sulcus ,Macaca mulatta ,Magnetic Resonance Imaging ,medicine.anatomical_structure ,Visual Perception ,Female ,Nerve Net ,Functional magnetic resonance imaging ,Psychology ,Neuroscience ,030217 neurology & neurosurgery ,Photic Stimulation ,Psychomotor Performance - Abstract
In both monkeys and humans, the observation of actions performed by others activates cortical motor areas. An unresolved question concerns the pathways through which motor areas receive visual information describing motor acts. Using functional magnetic resonance imaging (fMRI), we mapped the macaque brain regions activated during the observation of grasping actions, focusing on the superior temporal sulcus region (STS) and the posterior parietal lobe. Monkeys viewed either videos with only the grasping hand visible or videos with the whole actor visible. Observation of both types of grasping videos activated elongated regions in the depths of both lower and upper banks of STS, as well as parietal areas PFG and anterior intraparietal (AIP). The correlation of fMRI data with connectional data showed that visual action information, encoded in the STS, is forwarded to ventral premotor cortex (F5) along two distinct functional routes. One route connects the upper bank of the STS with area PFG, which projects, in turn, to the premotor area F5c. The other connects the anterior part of the lower bank of the STS with premotor areas F5a/p via AIP. Whereas the first functional route emphasizes the agent and may relay visual information to the parieto-frontal mirror circuit involved in understanding the agent's intentions, the second route emphasizes the object of the action and may aid in understanding motor acts with respect to their immediate goal.
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- 2011
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39. The Selectivity of Neurons in the Macaque Fundus of the Superior Temporal Area for Three-Dimensional Structure from Motion
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Santosh G. Mysore, Guy Orban, Rufin Vogels, Steven Raiguel, and James T. Todd
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Male ,Visual perception ,Motion Perception ,Stimulus (physiology) ,Macaque ,Temporal lobe ,Random Allocation ,Imaging, Three-Dimensional ,biology.animal ,medicine ,Animals ,Motion perception ,Neurons ,Depth Perception ,biology ,medicine.diagnostic_test ,General Neuroscience ,Articles ,Superior temporal sulcus ,Anatomy ,Macaca mulatta ,Temporal Lobe ,Female ,Depth perception ,Functional magnetic resonance imaging ,human activities ,Neuroscience ,Photic Stimulation - Abstract
Motion is a potent cue for the perception of three-dimensional (3D) shape in primates, but little is known about its underlying neural mechanisms. Guided by recent functional magnetic resonance imaging results, we tested neurons in the fundus of the superior temporal sulcus (FST) area of two macaque monkeys (Macaca mulatta, one male) using motion-defined surface patches with various 3D shapes such as slanted planes, saddles, or cylinders. The majority of the FST neurons (>80%) were selective for stimuli depicting specific shapes, and all the surfaces tested were represented among the selective FST neurons. Importantly, this selectivity tolerated changes in speed, position, size, or between binocular and monocular presentations. This tolerance demonstrates that the 3D structure-from-motion (3D-SFM) selectivity of FST neurons is a higher-order selectivity, which cannot be reduced to a lower-order speed selectivity. The 3D-SFM selectivity of FST neurons was unaffected by removal of the opposed-motion cue that supplemented the speed gradient cue in the standard stimuli. When tested with the same standard stimuli, fewer neurons in the middle temporal/visual 5 (MT/V5) area were selective than FST neurons. In addition, selective MT/V5 neurons represented fewer types of surfaces and were less tolerant of stimulus changes than FST neurons. Overall, these results indicate that FST neurons code motion-defined 3D shape fragments, underscoring the central role of FST in processing 3D-SFM.
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- 2010
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40. The Retinotopic Organization of the Human Middle Temporal Area MT/V5 and Its Cortical Neighbors
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Ronald R. Peeters, Hauke Kolster, and Guy Orban
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Adult ,Male ,Motion Perception ,Macaque ,Retina ,Young Adult ,Species Specificity ,Reference Values ,Cortex (anatomy) ,biology.animal ,medicine ,Humans ,Visual Pathways ,Visual Cortex ,Brain Mapping ,Communication ,Fourier Analysis ,medicine.diagnostic_test ,biology ,business.industry ,General Neuroscience ,Articles ,Medial superior temporal area ,Magnetic Resonance Imaging ,Temporal Lobe ,Visual field ,medicine.anatomical_structure ,Middle temporal area ,Receptive field ,Calibration ,Visual Perception ,Female ,Ventral part ,Visual Fields ,Functional magnetic resonance imaging ,business ,Neuroscience - Abstract
Although there is general agreement that the human middle temporal (MT)/V5+ complex corresponds to monkey area MT/V5 proper plus a number of neighboring motion-sensitive areas, the identification of human MT/V5 within the complex has proven difficult. Here, we have used functional magnetic resonance imaging and the retinotopic mapping technique, which has very recently disclosed the organization of the visual field maps within the monkey MT/V5 cluster. We observed a retinotopic organization in humans very similar to that documented in monkeys: an MT/V5 cluster that includes areas MT/V5, pMSTv (putative ventral part of the medial superior temporal area), pFST (putative fundus of the superior temporal area), and pV4t (putative V4 transitional zone), and neighbors a more ventral putative human posterior inferior temporal area (phPIT) cluster. The four areas in the MT/V5 cluster and the two areas in the phPIT cluster each represent the complete contralateral hemifield. The complete MT/V5 cluster comprises 70% of the motion localizer activation. Human MT/V5 is located in the region bound by lateral, anterior, and inferior occipital sulci and occupies only one-fifth of the motion complex. It shares the basic functional properties of its monkey homolog: receptive field size relative to other areas, response to moving and static stimuli, as well as sensitivity to three-dimensional structure from motion. Functional properties sharply distinguish the MT/V5 cluster from its immediate neighbors in the phPIT cluster and the LO (lateral occipital) regions. Together with similarities in retinotopic organization and topological neighborhood, the functional properties suggest that MT/V5 in human and macaque cortex are homologous.
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- 2010
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41. The monkey ventral premotor cortex processes 3D shape from disparity
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Guy Orban, Olivier Joly, and Wim Vanduffel
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Male ,genetic structures ,Cognitive Neuroscience ,Brain mapping ,Visual processing ,Premotor cortex ,Cortex (anatomy) ,medicine ,Animals ,Binocular neurons ,Brain Mapping ,Depth Perception ,Vision, Binocular ,Cognitive neuroscience of visual object recognition ,Brain ,Macaca mulatta ,Magnetic Resonance Imaging ,Frontal Lobe ,Stereopsis ,medicine.anatomical_structure ,Pattern Recognition, Visual ,Neurology ,Visual Perception ,Binocular disparity ,Psychology ,Neuroscience ,Photic Stimulation - Abstract
Visual processing of the three-dimensional (3D) shape of objects is important for object recognition as well as for the control of grasping. Single cell studies have revealed that many ventral premotor cortical (F5) neurons are selective for the shape of real-world objects--the so-called canonical neurons--but there is little experimental evidence for depth structure selectivity in frontal cortex. Here we used contrast-agent enhanced fMRI in the awake monkey to investigate 3D shape processing defined by binocular disparity. We targeted regions in the monkey brain more active for curved than flat, fronto-parallel 3D surfaces. In addition to AIP (Durand et al., 2007), we observed depth structure sensitivity from disparity in a small region of infero-temporal cortex, TEs, known to house higher order disparity selective neurons. Furthermore, within ventral premotor cortex, the most rostral sector of F5, area F5a, showed sensitivity for depth structure from disparity. Within this area, 2D shape sensitivity was also observed, suggesting that area F5a processes complete 3D shape and might thus reflect the activity of canonical neurons. In conclusion, our data point to a distributed functional network, including TEs, AIP and F5a, involved in the analysis of stereoscopic 3D shape information and its potential use in the visual control of grasping.
- Published
- 2009
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42. Parietal regions processing visual 3D shape extracted from disparity
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Guy Orban, James T. Todd, J. Farley Norman, Jean-Baptiste Durand, and Ronald R. Peeters
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Adult ,Male ,Brain Mapping ,Vision Disparity ,Visual perception ,Cognitive Neuroscience ,Parietal lobe ,Posterior parietal cortex ,Anatomy ,Intraparietal sulcus ,Magnetic Resonance Imaging ,Visual control ,Young Adult ,Stereopsis ,Neurology ,Parietal Lobe ,Image Interpretation, Computer-Assisted ,Fixation (visual) ,Visual Perception ,Humans ,Female ,Photic Stimulation ,Mathematics - Abstract
Three-dimensional (3D) shape is important for the visual control of grasping and manipulation. We used fMRI to study the processing of 3D shape extracted from disparity in human parietal cortex. Subjects stereoscopically viewed random-line stimuli portraying a 3D structure, a 2D structure in multiple depth planes or a 2D structure in the fixation plane. Subtracting the second from the first condition yields depth-structure sensitive regions and subtracting the third from the second position-in-depth sensitive regions. Two anterior intraparietal sulcus (IPS) regions, the dorsal IPS medial (DIPSM) and the dorsal IPS anterior (DIPSA) regions, were sensitive to depth structure and not to position in depth, while a posterior IPS region, the ventral IPS (VIPS) region, had a mixed sensitivity. All three IPS regions were also sensitive to 2D shape, indicating that they carry full 3D shape information. Finally DIPSM, but not DIPSA was sensitive to a saccade-related task. These results underscore the importance of anterior IPS regions in the processing of 3D shape, in agreement with their proximity to grasping-related regions. Moreover, comparison with the results of Durand, J.B., Nelissen, K., Joly, O., Wardak, C., Todd, J.T., Norman, J.F., Janssen, P., Vanduffel, W., Orban, G.A., 2007. Anterior Regions of Monkey Parietal Cortex Process Visual 3D Shape. Neuron 55, 493-505 obtained in the monkey indicates that DIPSA and DIPSM may represent human homologues for the posterior part of AIP and the adjoining part of LIP respectively.
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- 2009
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43. The Processing of Three-Dimensional Shape from Disparity in the Human Brain
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Hauke Kolster, Svetlana S. Georgieva, Guy Orban, James T. Todd, and Ronald R. Peeters
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Adult ,Male ,Vision Disparity ,genetic structures ,Brain mapping ,Premotor cortex ,Young Adult ,Inferior temporal gyrus ,Cortex (anatomy) ,Image Processing, Computer-Assisted ,Psychophysics ,medicine ,Humans ,Visual Pathways ,Brain Mapping ,Depth Perception ,Communication ,business.industry ,General Neuroscience ,Cognitive neuroscience of visual object recognition ,Brain ,Articles ,Human brain ,Magnetic Resonance Imaging ,Form Perception ,Oxygen ,medicine.anatomical_structure ,Female ,Depth perception ,Psychology ,business ,Neuroscience ,Photic Stimulation - Abstract
Three-dimensional (3D) shape is important for the visual control of grasping and manipulation and for object recognition. Although there has been some progress in our understanding of how 3D shape is extracted from motion and other monocular cues, little is known of how the human brain extracts 3D shape from disparity, commonly regarded as the strongest depth cue. Previous fMRI studies in the awake monkey have established that the interaction between stereo (present or absent) and the order of disparity (zero or second order) constitutes the MR signature of regions housing second-order disparity-selective neurons (Janssen et al., 2000; Srivastava et al., 2006; Durand et al., 2007; Joly et al., 2007). Testing the interaction between stereo and order of disparity in a large cohort of human subjects, revealed the involvement of five IPS regions (VIPS/V7*, POIPS, DIPSM, DIPSA, and phAIP), as well as V3 and the V3A complex in occipital cortex, the posterior inferior temporal gyrus (ITG), and ventral premotor cortex (vPrCS) in the extraction and processing of 3D shape from stereo. Control experiments ruled out attention and convergence eye movements as confounding factors. Many of these regions, DIPSM, DIPSA, phAIP, and probably posterior ITG and ventral premotor cortex, correspond to monkey regions with similar functionality, whereas the evolutionarily new or modified regions are located in occipital (the V3A complex) and occipitoparietal cortex (VIPS/V7* and POIPS). Interestingly, activity in these occipital regions correlates with the depth amplitude perceived by the subjects in the 3D surfaces used as stimuli in these fMRI experiments.
- Published
- 2009
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44. Coding of Shape and Position in Macaque Lateral Intraparietal Area
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Peter Janssen, Sien Ombelet, Siddharth Srivastava, and Guy Orban
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Male ,Movement ,Population ,Action Potentials ,Intraparietal sulcus ,Stimulus (physiology) ,Macaque ,Orientation ,Parietal Lobe ,biology.animal ,Saccades ,Animals ,Visual Pathways ,education ,education.field_of_study ,Hand Strength ,biology ,General Neuroscience ,Cognitive neuroscience of visual object recognition ,Articles ,Anatomy ,Macaca mulatta ,Saccadic masking ,stomatognathic diseases ,Pattern Recognition, Visual ,Receptive field ,Space Perception ,Saccade ,Visual Fields ,Psychology ,Neuroscience ,Psychomotor Performance - Abstract
The analysis of object shape is critical for both object recognition and grasping. Areas in the intraparietal sulcus of the rhesus monkey are important for the visuomotor transformations underlying actions directed toward objects. The lateral intraparietal (LIP) area has strong anatomical connections with the anterior intraparietal area, which is known to control the shaping of the hand during grasping, and LIP neurons can respond selectively to simple two-dimensional shapes. Here we investigate the shape representation in area LIP of awake rhesus monkeys. Specifically, we determined to what extent LIP neurons are tuned to shape dimensions known to be relevant for grasping and assessed the invariance of their shape preferences with regard to changes in stimulus size and position in the receptive field. Most LIP neurons proved to be significantly tuned to multiple shape dimensions. The population of LIP neurons that were tested showed barely significant size invariance. Position invariance was present in a minority of the neurons tested. Many LIP neurons displayed spurious shape selectivity arising from accidental interactions between the stimulus and the receptive field. We observed pronounced differences in the receptive field profiles determined by presenting two different shapes. Almost all LIP neurons showed spatially selective saccadic activity, but the receptive field for saccades did not always correspond to the receptive field as determined using shapes. Our results demonstrate that a subpopulation of LIP neurons encodes stimulus shape. Furthermore, the shape representation in the dorsal visual stream appears to differ radically from the known representation of shape in the ventral visual stream.
- Published
- 2008
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45. The Extraction of 3D Shape from Texture and Shading in the Human Brain
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Guy Orban, Svetlana S. Georgieva, James T. Todd, and Ronald R. Peeters
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Adult ,Male ,Cognitive Neuroscience ,Intraparietal sulcus ,Young Adult ,Cellular and Molecular Neuroscience ,Form perception ,Vision, Monocular ,Inferior temporal gyrus ,Parietal Lobe ,Psychophysics ,Saccades ,medicine ,Humans ,human ,Visual Cortex ,Brain Mapping ,Depth Perception ,Vision, Binocular ,fMRI ,Parietal lobe ,Articles ,Anatomy ,Lateral occipital sulcus ,Magnetic Resonance Imaging ,3D shape ,Form Perception ,Visual cortex ,medicine.anatomical_structure ,Female ,Depth perception ,Psychology ,shading ,texture ,Photic Stimulation - Abstract
We used functional magnetic resonance imaging to investigate the human cortical areas involved in processing 3-dimensional (3D) shape from texture (SfT) and shading. The stimuli included monocular images of randomly shaped 3D surfaces and a wide variety of 2-dimensional (2D) controls. The results of both passive and active experiments reveal that the extraction of 3D SfT involves the bilateral caudal inferior temporal gyrus (caudal ITG), lateral occipital sulcus (LOS) and several bilateral sites along the intraparietal sulcus. These areas are largely consistent with those involved in the processing of 3D shape from motion and stereo. The experiments also demonstrate, however, that the analysis of 3D shape from shading is primarily restricted to the caudal ITG areas. Additional results from psychophysical experiments reveal that this difference in neuronal substrate cannot be explained by a difference in strength between the 2 cues. These results underscore the importance of the posterior part of the lateral occipital complex for the extraction of visual 3D shape information from all depth cues, and they suggest strongly that the importance of shading is diminished relative to other cues for the analysis of 3D shape in parietal regions.
- Published
- 2008
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46. Coding of images of materials by macaque inferior temporal cortical neurons
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Marc M. Van Hulle, Károly Köteles, Guy Orban, Rufin Vogels, and Patrick De Mazière
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Communication ,biology ,Computer science ,business.industry ,General Neuroscience ,Cognitive neuroscience of visual object recognition ,Object (grammar) ,Spectral density ,Pattern recognition ,Texture (music) ,Macaque ,Support vector machine ,Categorization ,biology.animal ,Artificial intelligence ,business ,Coding (social sciences) - Abstract
Objects vary not only in their shape but also in the material from which they are made. Knowledge of the material properties can contribute to object recognition as well as indicate properties of the object (e.g. ripeness of a fruit). We examined the coding of images of materials by single neurons of the macaque inferior temporal (IT) cortex, an area known to support object recognition and categorization. Stimuli were images of 12 real materials that were illuminated from three different directions. The material textures appeared within five different outline shapes. The majority of responsive IT neurons responded selectively to the material textures, and this selectivity was largely independent of their shape selectivity. The responses of the large majority of neurons were strongly affected by illumination direction. Despite the generally weak illumination-direction invariance of the responses, Support Vector Machines that used the neural responses as input were able to classify the materials across illumination direction better than by chance. A comparison between the responses to the original images and those to images with a random spectral phase, but matched power spectrum, indicated that the material texture selectivity did not depend merely on differences in the power spectrum but required phase information.
- Published
- 2008
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47. Shape Selectivity for Camouflage-Breaking Dynamic Stimuli in Dorsal V4 Neurons
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Santosh G. Mysore, Steven Raiguel, Rufin Vogels, and Guy Orban
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Cognitive Neuroscience ,Population ,Motion Perception ,Stimulus (physiology) ,Luminance ,Cellular and Molecular Neuroscience ,Form perception ,medicine ,Animals ,Motion perception ,education ,Visual Cortex ,Neurons ,Physics ,Communication ,education.field_of_study ,business.industry ,Macaca mulatta ,Form Perception ,Visual cortex ,medicine.anatomical_structure ,Camouflage ,Biological system ,business ,Selectivity ,Photic Stimulation - Abstract
Motion is a potent cue for breaking camouflage in the natural world. To understand the neural basis of this phenomenon, one must utilize moving shapes defined by coherent motion of random texture elements against a similar, but stationary texture. To investigate how well neurons in area V4 process this novel, ecologically relevant stimulus and to compare shape selectivity for these shapes with static and other moving shapes, we tested V4 neurons with 5 static or moving shapes defined either by luminance or kinetic cues. The kinetic cues included a temporal frequency cue due to the difference in temporal frequencies of the moving dots inside the shape boundary and stationary dots outside the boundary. Therefore, static opponent motion--defined shapes without this cue were tested as an additional control. Approximately 44% (95/216) of V4 neurons showed shape selectivity. Analyses of these selective neurons both at single-neuron and population levels revealed that the shape-selective V4 neurons responded selectively to the moving kinetic shapes and that these neurons demonstrated robust invariance for shape preference across different shape conditions. Cue-invariant shape selectivity was more pronounced when kinetic shapes included the temporal frequency cue. This invariance may be rooted in nonlinearities occurring early in the visual pathway.
- Published
- 2007
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48. Processing of Abstract Ordinal Knowledge in the Horizontal Segment of the Intraparietal Sulcus
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Bernie Caessens, Guy Orban, Wim Fias, and Jan Lammertyn
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Adult ,Male ,Physics::Medical Physics ,Posterior parietal cortex ,Intraparietal sulcus ,Functional Laterality ,Mental Processes ,Parietal Lobe ,Image Processing, Computer-Assisted ,Reaction Time ,medicine ,Humans ,Astrophysics::Solar and Stellar Astrophysics ,Ordinal Series ,Analysis of Variance ,Brain Mapping ,medicine.diagnostic_test ,business.industry ,General Neuroscience ,Representation (systemics) ,Pattern recognition ,Cognition ,Function (mathematics) ,Magnetic Resonance Imaging ,Oxygen ,Knowledge ,Abstract knowledge ,Female ,Astrophysics::Earth and Planetary Astrophysics ,Artificial intelligence ,Brief Communications ,business ,Psychology ,Functional magnetic resonance imaging ,Photic Stimulation ,Cognitive psychology - Abstract
The anterior intraparietal sulcus, and more specifically its horizontal segment (hIPS), is known to play a crucial role in the cognitive representation of numerical quantity. Whether the involvement of hIPS is restricted to the processing of numerical information or generalizes to non-numerical ordinal dimensions remains an open question. Using functional magnetic resonance imaging during comparison tasks, we demonstrate that the hIPS is equally responsive to numbers and letters, indicating that hIPS is also involved in the representation and processing of non-numerical ordinal series. This extends the numerical processing function of IPS into the realm of abstract knowledge processing.
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- 2007
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49. Anterior Regions of Monkey Parietal Cortex Process Visual 3D Shape
- Author
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Jean-Baptiste Durand, Olivier Joly, Wim Vanduffel, Peter Janssen, Guy Orban, Koen Nelissen, James T. Todd, J. Farley Norman, and Claire Wardak
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Male ,Visual perception ,genetic structures ,Computer science ,Neuroscience(all) ,Posterior parietal cortex ,Stereoscopy ,Brain mapping ,Article ,050105 experimental psychology ,law.invention ,03 medical and health sciences ,0302 clinical medicine ,law ,Parietal Lobe ,Cortex (anatomy) ,medicine ,Animals ,0501 psychology and cognitive sciences ,Computer vision ,Brain Mapping ,Depth Perception ,business.industry ,General Neuroscience ,fMRI ,05 social sciences ,Parietal lobe ,Anatomy ,Macaca mulatta ,Magnetic Resonance Imaging ,medicine.anatomical_structure ,disparity ,Space Perception ,Visual Perception ,Artificial intelligence ,SYSNEURO ,Depth perception ,business ,030217 neurology & neurosurgery ,Anterior lip - Abstract
The intraparietal cortex is involved in the control of visually guided actions, like reach-to-grasp movements, which require extracting the 3D shape and position of objects from 2D retinal images. Using fMRI in behaving monkeys, we investigated the role of the intraparietal cortex in processing stereoscopic information for recovering the depth structure and the position in depth of objects. We found that while several areas (CIP, LIP, and AIP on the lateral bank; PIP and MIP on the medial bank) are activated by stereoscopic stimuli, AIP and an adjoining portion of LIP are sensitive only to depth structure. Furthermore, only these two regions are sensitive to both the depth structure and the 2D shape of small objects. These results indicate that extracting 3D spatial information from stereo involves several intraparietal areas, among which AIP and anterior LIP are more specifically engaged in extracting the 3D shape of objects. ispartof: NEURON vol:55 issue:3 pages:493-505 ispartof: location:United States status: published
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- 2007
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50. The mirror system in human and nonhuman primates: Comparative functional imaging studies suggest multiple systems
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Guy Orban
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Functional imaging ,Psychology ,Neuroscience ,Mirror neuron - Published
- 2015
- Full Text
- View/download PDF
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